Anomaly detection apparatus, method and computer-readable medium

    公开(公告)号:US12044714B2

    公开(公告)日:2024-07-23

    申请号:US17270899

    申请日:2018-08-30

    CPC classification number: G01R23/10 G01R23/145 G01R23/18

    Abstract: Provided a method comprising: obtaining waveform data sets of a periodic electric waveform signal, with a length set to one cycle time; calculating a frequency spectrum for each waveform data set; extracting and separating odd and even frequency harmonics to create odd and even frequency harmonic matrices on which a canonical correlation analysis (CCA) being applied to obtain CCA features; performing linear transformation on the CCA features to obtain linear transformed features; generating a model based on the linear transformed features; performing magnitude quantization of frequency spectrums of waveform data sets to identify normal and anomalous waveform signals.

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